Wissenschaftliches Seminar

Termin / Date Name Thema / Topic Organization / Organisation Anmerkung / Remark
21.04.2021 - 10:00 Uhr - Variational Autoencoder 1 Journal-Club / Book Club Chapter 1 (Introduction) von Diederik P. Kingma and Max Welling (2019), “An Introduction to Variational Autoencoders”
05.05.2021 - 10:00 Uhr - Variational Autoencoder 2 Journal-Club / Book Club Chapter 2 von Diederik P. Kingma and Max Welling (2019), “An Introduction to Variational Autoencoders” - Implementierung mit Pyro
26.05.2021 - 10:00 Uhr - Semi-supervised Learning with Variational Autoencoder Journal-Club / Book Club Diederik P. Kingma et. al, “Semi-supervised Learning with Deep Generative Models” - - Implementierung mit Pyro
09.06.2021 - 10:00 Uhr - Semi-supervised Learning with Variational Autoencoder - Implementierung Journal-Club / Book Club Implementierung mit Pyro, weitere Implementierungen
23.06.2021 - 10:00 Uhr - PAWS: Semi-Supervised Learning of Visual Features by Non-Parametrically Predicting View Assignments with Support Samples Journal-Club / Book Club https://arxiv.org/abs/2104.13963 https://ai.facebook.com/blog/dino-paws-computer-vision-with-self-supervised-transformers-and-10x-more-efficient-training/
07.07.2021 - 10:00 Uhr - J-B. Grill et al, BYOL: Bootstrap your own latent Journal-Club / Book Club https://arxiv.org/abs/2006.07733